datasets 3.0.0 on Python PyPI

What's Changed

Remove beam by @albertvillanova in #6987
Remove metrics by @albertvillanova in #6983
Improved the tutorial by adding a link for loading datasets by @AmboThom in #7042
Automatically create cache_dir from cache_file_name by @ringohoffman in #7096
remove more script docs by @lhoestq in #7104
Fix args of feature docstrings by @albertvillanova in #7103
Allow polars as valid output type by @psmyth94 in #6762
Temporarily pin numpy<2.1 to fix CI by @albertvillanova in #7114
Fix ConnectionError for gated datasets and unauthenticated users by @albertvillanova in #7110
Remove tasks by @albertvillanova in #6999
Remove deprecated code by @albertvillanova in #6996
Allow numpy-2.1 and test it without audio extra by @albertvillanova in #7118
Install transformers with numpy-2 CI by @albertvillanova in #7119
Use huggingface_hub cache by @lhoestq in #7105
don't mention the script if trust_remote_code=False by @severo in #7120
Fix typed examples iterable state dict by @lhoestq in #7121
Rename LargeList.dtype to LargeList.feature by @albertvillanova in #7106
Fix wrong SHA in CI tests of HubDatasetModuleFactoryWithParquetExport by @albertvillanova in #7125
Disable implicit token in CI by @albertvillanova in #7126
Test get_dataset_config_info with non-existing/gated/private dataset by @albertvillanova in #7124
fix streaming from arrow files by @fschlatt in #7083

Full Changelog: 2.21.0...3.0.0